Tied ranks happen when multiple observations have identical values for a particular variable in a dataset. For instance, if two nurses receive the same score on a competency test, they are said to have tied ranks. Instead of assigning each a unique rank, these observations are given the same rank, which is typically the average of the ranks they would have occupied individually.